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Adobe PDF - 87.9 KB - MD5: a7469fbbb03e18a9e3875f0e8ec844cf
This file contains data that visualises the study selection process from record identification in databases and citation chaining to final inclusion in the scoping review.
Adobe PDF - 105.3 KB - MD5: 053a45cd0677683178d8a72432d43e91
This file contains the PRISMA‑ScR checklist, which documents compliance with systematic review reporting standards and indicates whether the scoping review is presented in a systematic and standardised manner.
Comma Separated Values - 26.4 KB - MD5: 924731eff6134ce74b43164db6552d78
This file contains the data charting table used in the scoping review, including all extracted variables and the information charted from each study.
Adobe PDF - 97.4 KB - MD5: fa6ebf69a55bc51e40bac707214d2dd2
This file contains references to all the studies included in the scoping review.
Feb 24, 2026
Neville Aloysius D’Souza; Pfeiffer, Carlos; Mirlekar, Gaurav, 2026, "Replication data for: Assessment of Data-Driven Techniques for Flow Rate Predictions in Sub-sea Oil Production", https://doi.org/10.18710/KIJEWJ, DataverseNO, V1
The data set consists of simulated time‑series measurements from two gas‑lifted subsea oil wells, used to develop and evaluate data‑driven virtual flow metering (VFM) models for oil and gas flow rate prediction. Purpose: To assess a range of machine learning algorithms (10 methods, including LSTM, MLP, XGBoost, SVR, tree‑based and linear methods) f...
MATLAB Source Code - 1.1 KB - MD5: 61bda33eb19fff36c06dc94044f2e65a
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